Hybrid Models Based on Singular Values and Autoregressive Methods for Multistep Ahead Forecasting of Traffic Accidents

Table 1

Causes of injuries in traffic accidents (group 1 and group 2).

Category	Number	Cause	Importance
Imprudent driving	1	Unwise distance	1
	2	Inattention to traffic conditions	2
	3	Disrespect to pedestrian passing	8
	4	Disrespect for giving the right of way	9
	5	Unexpected change of track	10
	6	Improper turns	11
	7	Overtaking without enough time or space	14
	8	Opposite direction	18
	9	Backward driving	19
Disobedience to signal	10	Disrespect to red light	3
	11	Disrespect to stop sign	4
	12	Disrespect to give way sign	6
	13	Improper speed	13
Alcohol in driver	14	Drunk driver	7
	15	Driving under the influence of alcohol	15
Recklessness; in pedestrian	16	Pedestrian crossing the road suddenly	5
	17	Reckless pedestrian	12
	18	Pedestrian outside the allowed crossing	17
Recklessness in passenger	19	Get in or get out of a moving vehicle	16
Alcohol in pedestrian	20	Drunk pedestrian	20